Hallucination Detection in LLMs with Topological Divergence on Attention Graphs

2026 Open access

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Authors: Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, A. A. Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, D. Simakov, Maxim A. Savchenko, А. А. Савченко, Serguei Barannikov
+1 more Alexey Zaytsev
DOI: 10.18653/v1/2026.acl-long.704
Cited by: 0

Abstract

Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey Savchenko, Serguei Barannikov, Alexey Zaytsev. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Advanced Graph Neural Networks Topic Modeling Misinformation and Its Impacts

Publication details

Pages
15449–15470
Publication date
1 January 2026
Language
EN